@inproceedings{pan-etal-2026-contextpilot, title = "{C}ontext{P}ilot: Teaching Agents for Proactive Context Management via Fine-grained {RL}", author = "Pan, Zhuoshi and Pei, Qizhi and Lu, Junru and Lin, Honglin and Zhao, H. Vicky and Yin, di and Sun, Xing", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.299/", pages = "6886--6903", ISBN = "979-8-89176-459-0" }